US8804193B2 - Color conversion device, image-forming device, storing medium storing color conversion program and image-forming program and color conversion table - Google Patents
Color conversion device, image-forming device, storing medium storing color conversion program and image-forming program and color conversion table Download PDFInfo
- Publication number
- US8804193B2 US8804193B2 US13/625,437 US201213625437A US8804193B2 US 8804193 B2 US8804193 B2 US 8804193B2 US 201213625437 A US201213625437 A US 201213625437A US 8804193 B2 US8804193 B2 US 8804193B2
- Authority
- US
- United States
- Prior art keywords
- color conversion
- hue
- grid
- color
- line
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active
Links
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06K—GRAPHICAL DATA READING; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K15/00—Arrangements for producing a permanent visual presentation of the output data, e.g. computer output printers
- G06K15/02—Arrangements for producing a permanent visual presentation of the output data, e.g. computer output printers using printers
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N1/00—Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
- H04N1/46—Colour picture communication systems
- H04N1/56—Processing of colour picture signals
- H04N1/60—Colour correction or control
- H04N1/6075—Corrections to the hue
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N1/00—Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
- H04N1/46—Colour picture communication systems
- H04N1/56—Processing of colour picture signals
- H04N1/60—Colour correction or control
- H04N1/6058—Reduction of colour to a range of reproducible colours, e.g. to ink- reproducible colour gamut
- H04N1/6061—Reduction of colour to a range of reproducible colours, e.g. to ink- reproducible colour gamut involving the consideration or construction of a gamut surface
Definitions
- the present invention relates to a color conversion device which converts the input image data of RGB format into image data of CMYK format, an image-forming device which is provided with a color conversion device and outputs the image data of CMYK format which has been converted by the color conversion device, a color conversion program for performing the function of the color conversion device, an image-forming program for performing the function of the image-forming device, and a color conversion table used for the color conversion.
- color image data of RGB format which has been input is converted into image data of CMYK format which can be output by means of a lookup table for color conversion (color conversion table).
- a color conversion table is formed of correspondence of an RGB value and a CMYK value, and hence can be expressed by an orthogonal grid using each correspondence as a grid point.
- FIG. 28 is a schematic view of a RGB-CMYK color conversion table represented by orthogonal grids of the orthogonal coordinate system using as grid point correspondence of Rd (red), Gr (green), Bl (blue) with Cy (cyan), Mg (magenta) and Ye (yellow) as basic colors and Wh (white) and Bk (black) as achromatic color.
- the sense which can be understood by a man's brain is more sensitive to the components of three directions, i.e. the direction along the achromatic color axis which connects Wh and Bk, the radial direction centering around the achromatic color axis (chroma) and the coaxial direction (hue), rather than the axial direction of each of RGB. That is, in many cases, the feeling by which a man distinguishes the difference in color is not based only on the spatial distance, but rather is dependent on the coordinate position in a color space.
- FIG. 29 is a view for explaining the problem associated with conventional color conversion tables, and is a view showing a grid point arrangement when FIG. 28 is viewed from the achromatic axis direction.
- FIG. 30 is a grid point arrangement view when a radial color conversion table disclosed in JP-A-2009-17097 or JP-A-2009-17098 is viewed from the achromatic color axis direction.
- grid points are arranged at an equal interval according to a certain hue width, and at the same time, grid points are arranged at an equal interval according to a certain chroma width. Accordingly, an adequate color adjustment which conforms to shade or tone sensed by a human being is possible.
- An object of the present invention is to provide a cubic grid color conversion table which enables adequate color conversion or color adjustment which conforms to the sense of a human being and exhibits high integrity, compatibility and affinity with conventional color conversion tables or existing devices or systems provided with such color conversion table, a color conversion device which generates this cubic grid color conversion table and conducts color conversion, an image-forming device in which an output means for outputting image data is provided in such color conversion device, a color conversion program which generates the above-mentioned cubic grid color conversion table to conduct color conversion, and a storing medium which stores an image-forming program for outputting image data in addition to the function of this color conversion program.
- the color conversion device of the invention comprises a grid arranging part which arranges, between an input device represented by three values of RGB and four values of CMYK, grids as correspondence of the RGB value of the input device and the CMYK value of the output device equally in a radial direction from a prescribed achromatic color axis to generate a radial color conversion table; a color conversion table restructuring processing part which stacks, in the order of hue, a hue layer consisting of a surface of a hue and a surface of a complementary hue of the radial color conversion table to generate an orthogonal grid color conversion table in which the grid points form orthogonal grids; an image information input part which inputs image data of RGB format; and a color conversion processing part which converts the input image data of RGB format into image data of CMYK format by means of the orthogonal grid color conversion table.
- the above-mentioned grid point arrangement part divides the line RdYe, the line YeGr, the line GrCy, the line CyBl, the line BlMg, and the line MgRd of the orthogonal grid having Rd (red), Gr (green), Bl (blue), Cy (cyan), Mg (magenta), Ye (yellow), Wh (white) and Bk (black) as the vertex into N equal parts (N is an arbitral positive integer) to generate a predetermined color region chroma edge points, divides the color region chroma edge point into the combination of the chroma saturation point P and the chroma saturation point P′ which satisfy the complementary color relationship, and generates the radial color conversion table by arranging the grid point at an intersection obtained by dividing the line BkP and the line BkP′ of a square part formed of BkPWhP′ which is formed for each combination into 3N equal parts.
- the above-mentioned color conversion restructuring processing part has a configuration in which, in the order of hue, a hue layer consisting of the same color hue surface and its complementary color hue surface of the radial color conversion table is stacked to generate an orthogonal grid color conversion table in which the grid points form orthogonal grids.
- the image-forming device of the present invention has a configuration in which the above-mentioned color conversion device is provided, and is provided with an image information output part which outputs image data of CMYK format which has been color-converted by means of the color conversion device.
- the color conversion program stored in the storing medium of the present invention allows a computer to function as a grid point arranging part which arranges, between an input device represented by three values of RGB and four values of CMYK, grid points as correspondence of the RGB value of the input device and the CMYK value of the output device equally in a radial direction from a prescribed achromatic color axis to generate a radial color conversion table; a color conversion table restructuring processing part which stacks, in the order of hue, a hue layer consisting of a surface of a hue and a surface of its complementary hue of the radial color conversion table to generate an orthogonal grid color conversion table in which the grids form orthogonal grids; and a color conversion processing part which converts the input image data of RGB format into image data of CMYK format by means of the orthogonal grid color conversion table; and in color conversion from the RGB value to the CMYK value, in the grid arranging part, in a RGB-CMYK space represented by the three-dimensional orthogonal
- the image-forming program stored in the storing medium of the present invention has the function of the color conversion program, and allows the color-converted image data of CMYK format to be output to a computer by the function of the color conversion program.
- the color conversion table of the present invention is a color conversion table for converting the image data of RGB format which has been input into image data of CMYK format, in which, between an input device represented by three values of RGB and four values of CMYK, the grid points as correspondence of the RGB value of the input device and the CMYK value of the output device are arranged equally in a radial direction from a prescribed achromatic color axis to form a radial group of grid points, and, in the order of hue, a hue layer consisting of a surface of a hue and a surface of its complementary hue of the radial color conversion table are stacked to form orthogonal grids, the predetermined color region chroma edge point obtained by dividing the line RdYe, the line YeGr, the line GrCy, the line CyBl, the line BlMg, and the line MgRd of the orthogonal grid having Rd (red), Gr (green), Bl (blue), Cy (cyan), Mg (magenta),
- the color conversion device the image-forming device, the color-conversion program, the image-forming program and the color-conversion table of the present invention, it is possible to conduct adequate color conversion or color adjustment which is suited to the sense of a human being, and a high degree of integrity, compatibility and affinity for the existing device or system can be attained.
- FIG. 1 is a block diagram showing the structure of the color conversion device and the image-forming device according to the embodiment of the present invention
- FIG. 2 is a flow chart showing a method of forming a cubic grid color conversion table according to this embodiment
- FIG. 3 is a view of a cubic grid showing correspondence of the RGB value and CMY value in the color space of the three-dimensional orthogonal coordinate system;
- FIG. 5 is a view showing a closed region (square region BkPiWhPi′) formed of vector BkPi and vector BkPi′;
- FIG. 7 is a view showing the orthogonal grids (radial color conversion table) in which all grid points are arranged;
- FIG. 8 is a view showing the arrangement of grids when FIG. 7 is viewed from the direction of the achromatic color axis;
- FIG. 9 is a view in which ID is attached for every hue angle in the hue ring shown in FIG. 8 ;
- FIG. 10 is a view when each hue layer is viewed from the oblique direction of the achromatic color axis; i.e. the Wh side or the Bk side;
- FIG. 11 is a view showing each hue layer for one ID
- FIG. 12 is a view showing one hue layer viewed from the direction of the achromatic color axis
- FIG. 13 is a view showing the hue layer shown in FIG. 12 viewed from the oblique direction;
- FIG. 14 is a view in which each hue layer is arranged in the order of ID (the order of hue);
- FIG. 15 is a view showing a cubic grid color conversion table
- FIG. 16 is a view showing the first hue layer and the last hue layer
- FIG. 17 is a flow chart showing a color conversion method using the color conversion device or the image-forming device according to this embodiment.
- FIG. 18 is a flow chart showing a first interpolating method for obtaining the output color value at the conversion point
- FIG. 19A is a view showing an entire view of a hue surface Sa to which the conversion point A belongs, a virtual group of grids Sa ij in the hue surface Sa and two hue layers Sn and Sn+1 which sandwich the conversion point A (hue surface Sa) in respect hue section;
- FIG. 19B is a view showing a partial enlarged view of FIG. 19A ;
- FIG. 20A is a view for explaining a method for specifying a region including the conversion point A;
- FIG. 20B is another view for explaining the method for specifying the region including the conversion point A;
- FIG. 21 is a view showing the positional relationship of the conversion point A in the region block BCDE;
- FIG. 22 is a view for explaining a method for specifying the region including the conversion point A;
- FIG. 23 is a view for explaining a method for obtaining the conversion point A based on a triangle region including the conversion point A;
- FIG. 24 is a flow chart showing a second interpolating method for obtaining the output color value at the conversion point
- FIG. 25A is a view showing a cubic (8 points) interpolation method (a);
- FIG. 25B is a view showing a triangular prism (6 points) interpolation method
- FIG. 26 is a view showing a method for obtaining a mapping point A′n
- FIG. 27 is a view showing a method for obtaining the conversion point A based on mapping points A′n and A′n+1;
- FIG. 28 is a schematic view of a color conversion table of RGB-CMYK represented by orthogonal grids of the three-dimensional orthogonal coordinate system;
- FIG. 29 is a view for explaining the problems associated with the conventional color conversion table.
- FIG. 30 is a grid point arrangement view when the radial color conversion table is viewed from the achromatic color axis.
- FIG. 1 is a block diagram showing the configuration of the color conversion device and the image-forming device according to the embodiment of the present invention.
- an image-forming device 11 of this embodiment is composed of an color-conversion device 10 formed of an image information input part 101 , a grid point arranging part 102 , a color conversion table restructuring processing part 103 , a color conversion processing part 104 and a storing part 105 , and an image information output part 106 .
- the image information input part 101 inputs image data such as full color image data. Specifically, it has a function of obtaining image data of RGB format by inputting from an external host computer (not shown) or reading by a scanner (not shown) or by taking out from a portable memory device such as an USB memory (not shown).
- the grid point arranging part 102 arranges, between an input device represented by three values of RGB and four values of CMYK, grid points as correspondence of the RGB value of the input device and the CMYK value of the output device equally in a radial direction from a prescribed achromatic color axis, thereby to generate a radial color conversion table.
- the line RdYe, the line YeGr, the line GrCy, the line CyBl, the line BlMg, and the line MgRd of the orthogonal grid having Rd (red), Gr (green), Bl (blue), Cy (cyan), Mg (magenta), Ye (yellow), Wh (white) and Bk (black) as the vertex are divided into N equal parts (N is an arbitral positive integer) to generate predetermined color region chroma edge points.
- This color region chroma edge points are then divided into the combination of the chroma saturation point P and the chroma saturation point P′ which satisfy the complementary color relationship, and a radial color conversion table Ta is generated by arranging the grid point at an intersection obtained by dividing the line BkP and the line BkP′ of a square part formed of BkPWhP′ which is formed for each combination, into 3N equal parts.
- a radial color conversion table Ta is generated by arranging the grid point at an intersection obtained by dividing the line BkP and the line BkP′ of a square part formed of BkPWhP′ which is formed for each combination, into 3N equal parts.
- the color conversion table restructuring part 103 stacks, in the order of hue, a hue layer consisting of a surface of a hue and a surface of its complementary hue of the radial color conversion table to generate an orthogonal grid color conversion table Tb in which the grid points form orthogonal grids.
- this embodiment is characterized by generation of a cubic grid type color conversion Tb in which each side has the same number of grid points.
- the achromatic color axis is included as the common shaft.
- a group of grid points on a surface of a hue and a surface of its complementary hue is stratified as one group. Thereafter, for each group, a hue layer is formed by combining the group of grid points on the noted hue and the hue of its complementary color. These are temporarily decomposed and taken out, and then, the hue layer in each group is stacked hierarchically in the order of hue.
- a hue layer formed of a group of grid points of a matrix prepared by reversing the coordinate of grid points in the line direction in the initial hue layer (a hue layer formed of the initial noted hue and the hue of its complementary color) and grid points in the row direction is taken as the final hue layer.
- load of operation relating to the generation of the final hue layer can be reduced (see FIG. 16 ).
- the color conversion processing part 104 converts image data of RGB format which has been input by the image information input part 101 into image data of CMYK format by using the orthogonal grid color conversion table Tb.
- the storing part 105 is composed of a storing medium such as a memory and a hard disc, and stores the radial color conversion table Ta or the cubic grid color conversion table Tb, and temporarily stores image data of CMYK format generated by the color conversion treatment by the color conversion processing part 104 .
- the image information output part 106 is composed of the so-called printing engine or the like, and performs printing of image data of CMYK format stored in the storing part 105 of the color conversion device 10 .
- image data per page is stored in the storing part 105 , an exposure treatment is conducted for a photoconductor drum (not shown) which has been charged in advance to form a latent image of this image data. Then, toner is attached to this latent image to form a toner image, and the toner image is then transferred and fixed to printing paper or the like, whereby a printing treatment is conducted.
- a photoconductor drum not shown
- toner is attached to this latent image to form a toner image
- the toner image is then transferred and fixed to printing paper or the like, whereby a printing treatment is conducted.
- the image information output part 106 includes a transmission device or the like which outputs image data to external devices such as other image-forming devices.
- FIG. 2 is a flow chart showing the method for generating the cubic grid color conversion table according to this embodiment.
- Step 1 a treatment for generating a group of radial grid points (radial color conversion table Ta) (Step 1 ) is conducted. Then, the thus generated group of radial grid points (radial color conversion table Tb) is decomposed (Step 2 ).
- a cubic grid color conversion table Tb is formed by conducting a hierarchization treatment by stacking the group of grid points for each layer (Step 3 ).
- Step 1 Generation of Radial Grid Point Group (Radial Color Conversion Table Ta)
- the grid point arrangement part 102 divides, a space between basic 6 colors, that is, a space between the line RdYe, the line YeGr, the line GrCy, the line CyBl, the line BlMg and the line MgRd, at an equal interval to increase the number of grid point (color region chroma edge point).
- FIG. 3 is a view of cubic grid showing the correspondence of the RGB value and the CMY value in the color space in the three-dimensional orthogonal coordinate system.
- the grid point arranging part 102 divides a space between adjacent 6 points of Rd (red), Gr (green), Bl (blue), Cy (cyan), Mg (magenta) and Ye (yellow) into N equal parts (N is an arbitral integer) to obtain the color region chroma edge point group. From an arbitral point (chroma saturation point P), a group of points positioned at a hue angle of 180° is obtained.
- FIG. 5 is a view showing a closed region formed by a vector BkPi and a vector BkPi′, that is, a square region formed of BkPiWhPi′. Meanwhile, i is an integer according to the number of division N.
- the grid point arranging part 102 generates a radial grid point group (radial color conversion table Ta) by forming a grid point at an intersection which is obtained when the line BkP and the line BkP′ of this square region is equally divided.
- Grid( x ) g ⁇ E[ ⁇ ]+h ⁇ E[ ⁇ + ⁇ ] (1) wherein g and h indicate total combinations of the decimal numerical sequence of the pitch (1 ⁇ 3N) from 0 to 1.
- the grid point arranging part 102 arranges all grid point groups by conducting the above calculation for each combination of the chroma saturation point Pi and the complementary chroma saturation point Pi′, that is, by conducting the value which i can take. As a result, it is possible to generate the radial color conversion table Ta in which grid points are arranged for each hue such that they are equally arranged in the radial direction centering around the achromatic color axis.
- the group of color region chroma edge points between each line can be calculated by the following (i) to (iii).
- the range from 0 to 1 is not taken as the numerical sequence with a 1/N pitch, and the range from 0 to (1 ⁇ 1/N) is taken as the numerical sequence with a 1/N pitch, whereby Ex[r-mg]′, Ex[mg-b]′ and Ex[b-cy]′ are calculated. Then, these are synthesized, followed by addition of the maximum chroma point of the complementary hue of red, whereby a red-cyan color region edge point group E[r-cy] positioned at a hue angle of 180° can be obtained.
- the grid point arranging part 102 arranges grid points at a position which is obtained by subjecting to comprehensive vector addition one obtained by dividing two vectors in which one point of the edge groups and the point of complementary color thereof are respectively taken as the endpoint and the black point is taken as the starting point are respectively divided into an equal part of 1 ⁇ 3N.
- Grid[ ⁇ 1,0,0 ⁇ ] g ⁇ 1,0,0 ⁇ + h ⁇ 0, 1,1 ⁇
- the combination of g and h ⁇ g, h ⁇ becomes ⁇ g, h ⁇ : ⁇ 0,0 ⁇ , ⁇ 0,1/12 ⁇ , ⁇ 0,2/12 ⁇ , . . . middle part omitted . . . ⁇ 0,12/12 ⁇ , ⁇ 1/12,0 ⁇ , ⁇ 1/12,1/12 ⁇ , ⁇ 1/12,2/12 ⁇ , . . . middle part omitted . . . ⁇ 1/12,12/12 ⁇ , ⁇ 2/12,0 ⁇ , ⁇ 2/12,1/12 ⁇ , ⁇ 2/12,2/12 ⁇ , . . . middle part omitted . . . , ⁇ 2/12,12/12 ⁇ , . . .
- middle part omitted . . . , ⁇ 12/12,0 ⁇ , ⁇ 12/12,1/12 ⁇ , ⁇ 12/12,2/12 ⁇ , . . . middle part omitted . . . ⁇ 12/12,12/12 ⁇ .
- the group of grid points [ ⁇ 1,0,0 ⁇ ] becomes grid [ ⁇ 1,0,0 ⁇ ]: ⁇ 0,0,0 ⁇ , ⁇ 0,1/12,1/12 ⁇ , . . . middle part omitted . . . , ⁇ 0,1,1 ⁇ , ⁇ 1/12,0,0 ⁇ , ⁇ 1/12,1/12,1/12 ⁇ , . . . middle part omitted . . . , ⁇ 1/12,1,1 ⁇ , ⁇ 1/6,0,0 ⁇ , ⁇ 1/6,1/12,1/12 ⁇ , . . . middle part omitted . . . , ⁇ 1/6,1,1 ⁇ , . . . middle part omitted . . . , ⁇ 1,0,0 ⁇ , ⁇ 1,1/12,1/12 ⁇ , . . . middle part omitted . . . , ⁇ 1,1,1 ⁇ . . . middle part omitted . . . , ⁇ 1,0,0 ⁇ , ⁇
- a radial grid point group (radial color conversion table Ta) will be formed.
- the total number of the grid points in the cubic grid color conversion table can be obtained by (3N+1) ⁇ (3N+1) 2 .
- FIG. 7 is a view showing the manner of orthogonal grids in which all grid points are arranged (radial color conversion table Ta).
- FIG. 8 is a view showing the arrangement of grid points when FIG. 7 is viewed from the direction of the achromatic color axis. Taking into consideration of easiness in viewing, FIG. 7 shows orthogonal grids consisting of 325 grid points. As shown in these figures, by allowing the conversion point of each color value to be appropriate in the frame of a conventional orthogonal grid color conversion table, a color conversion table Ta in which grid points are radially and equally arranged with the achromatic color axis being the center.
- the cubic grid color conversion table according to this embodiment it is required that the number of layers (3N+1), which are height (z) components of cubic grids and the number of grid points M+1 per side, which are vertical and horizontal (xy) components, on a hue surface be the same.
- the radial conversion table Ta is basically formed of 6 colors (RGBCMY)
- M be a multiple of 6 (6t: t is an arbitral integer). That is, in this case, the number of grid points on a single hue surface (single hue layer) is (6t+1) 2 , and, in the entire cubic grid color conversion table Tb, the number of grid points becomes (6t+1) 3 .
- M be a multiple of 8 (8t). That is, in this case, the number of grid points on a single hue surface (single hue layer) be (8t+1) 2 and, in the in the entire cubic grid color conversion table Tb, the number of grid points becomes (8t+1) 3 .
- M be the multiple of 24 (24 is the least common multiple of 6 and 8) in respect of arithmetic operation. That is, in this case, the number of grids on a single hue (a single hue layer) becomes (24t+1) 2 . In the entire cubic grid color conversion table Tb, the number of grids becomes (24t+1) 3 .
- Step 2 Decomposition of a Group of Radial Grid Points
- the color conversion restructuring processing part 103 decomposes each grid point in the radial color conversion table Ta for a hue layer formed of an arbitral chroma saturation point P and the hue of its complementary color point (complementary chroma saturation point P′).
- one surface formed of a surface of a hue and a surface of the hue of its complementary color in the radial color conversion table Ta is taken as a single hue layer and decomposed for each hue layer.
- FIG. 9 is a view in which ID is attached to the hue ring shown in FIG. 8 for every hue angle.
- ⁇ 1 is attached to a red hue.
- ID is attached in sequence, like ⁇ 2 , ⁇ 3 , . . . ⁇ 12 , at every hue angle.
- ⁇ 1 + ⁇ is attached to a cyan hue which is a complementary color of red.
- ID is attached in sequence, like ⁇ 2 + ⁇ , ⁇ 3 + ⁇ , . . . ⁇ 12 + ⁇ , at every hue angle.
- the hue of ⁇ and the hue of ⁇ + ⁇ shown in FIG. 9 shows that they are complementary hues.
- FIG. 10 is a view when each hue layer is viewed from the oblique direction of the achromatic color axis, i.e. the Wh side or the Bk side.
- FIG. 11 is a view in which each hue layer is shown for each ID.
- the color conversion table restructuring processing part 103 decomposes and takes out each hue surface from the group of grids forming the radial color conversion table Ta.
- FIG. 12 is a view when one hue layer is viewed from the direction of the achromatic color axis
- FIG. 13 is a view when the hue layer shown in FIG. 12 is viewed from the oblique direction.
- a single hue surface according to an arbitral hue ( ⁇ i) and a hue surface according to a hue of its complementary color ( ⁇ i+ ⁇ ) are on the same plane, these are line-symmetrically overlapped with each other with the achromatic color axis as its shaft, whereby a single hue layer ( ⁇ i) can be formed.
- FIG. 14 is a view in which each hue layer is overlapped in the order of ID.
- the color conversion restructuring processing part 103 generates the cubic grid color conversion table Tb in which a group of radial grid points are allowed to be in a hierarchization structure by stacking each hue layer which has been taken out in the order of ID (order of hue).
- FIG. 15 is a view showing the cubic grid conversion type color table Tb.
- FIG. 16 is a view showing the first hue layer and the final hue layer.
- the first hue layer ( ⁇ 1 ) and the final hue layer ( ⁇ 13 ) have a relationship in which arrangement of grid point group of each layer has a line symmetrical relationship with the achromatic color axis (Wh to Bk) being a symmetrical shaft.
- the final hue layer it is possible to stack the first hue layer in which only the coordinate information of the grid point group has been exchanged can be stacked as the final hue layer.
- a color patch is formed by combining the color value of CMYK variously, and the color patch is then subjected to spectrometry, thereby to correspond the CMYK value to the value of color system which does not depend on a device. Further, by converting reversely this, a “correspondence of the value of color system which does not depend on a device with the CMYK value corresponding thereto” is prepared in advance.
- a CMYK value is set at a linear equal interval such as ⁇ 0, 20, 40, 60, 80, 100 ⁇ , and then, a CMYK value is set in a non-liner manner such as ⁇ 0, 10, 20, 40, 70, 100 ⁇ , or, after stratifying based on the amount of Indian ink, a radial grid point group is formed based on a CMY value.
- the CMYK value is combined with the Bk value according to the amount of Indian ink which has been stratified, thereby to set various CMYK values to print various color patches. Then, a table is formed in which the CMYK value of the color patch which has been printed and the device-non-dependent color value which is obtained by subjecting this CMYK value to spectrometry.
- the color value (CIE-XYZ, CIE-Lab or the like) of the device-non-dependent color system corresponding to the RGB value is obtained.
- the color value of the device-non-dependent color system can be obtained by using a device profile (ICC Profile or the like) in which the features or characteristics of a device derived from a RGB value or, if the RGB device is standard data such as sRGB or AdobeRGB of which the specification has already been published, by substituting the RGB value of each grid point constituting the radial color conversion table according to the definition.
- the color space defined by the RGB value is commonly different in shape from the color space of an output device.
- the mapping between the input device and the output device is subjected to non-linear structural coordinate transformation in the device-non-dependent color space. Therefore, the value after being converted on the non-linear coordinates can be defined as the “color value of device-non-dependent color system corresponding to a RGB value”.
- color conversion is conducted by using the cubic color conversion table Tb obtained by conforming this table to the conventional cubic grid color conversion table.
- FIG. 17 is a flow chart for explaining the color conversion method in the color conversion device or the image-forming device according to this embodiment.
- the image information input part 101 inputs image data of RGB format (Step 11 ).
- the color conversion processing part 104 specifies, in converting the RGB value of each pixel of the input image data into the CMK value, a region in which a noted pixel belongs (Step 12 ) and conduct the color conversion of the noted pixel by interpolation calculation by using the thus specified region to which the pixel belongs (Step 13 ).
- the CMYK value obtained by color conversion by the interpolation is stored in the storing part 105 (Step 14 ).
- the image information output part 106 takes out the image data from the storing part 105 , and the data is output.
- FIG. 18 is a flow chart for explaining the first interpolation method for obtaining the output color value of the noted pixel.
- the “virtual grid point group corresponding to the grid point group in the hue surface” of the conversion point A (Step 21 ).
- FIG. 19 is a view showing the hue surface Sa to which the conversion point A belongs, the virtual grid point group Sa ij in the hue surface Sa, and two hue layers Sn and Sn+1 which sandwich the conversion point A (hue surface Sa) in respect of hue division.
- the virtual grid point (group) Sa ij is regarded as the grid point group which exists in the hue surface Sa sandwiched between the hue layer Sn and the hue layer Sn+1 which continue in respect of hue division.
- FIG. 19A is a view showing the entire view of the hue surface Sa and the hue layers Sn and Sn+1
- FIG. 19B is a partial enlarged view of FIG. 19A .
- the virtual grid point group Sa ij in the hue surface Sa in the conversion point A can be calculated by the following formula (3) based on the grid point group Sn ij in the hue layer Sn, the grid point group Sn+1 ij in the hue layer Sn+1, the hue angle ⁇ of the hue layer Sn and the hue surface Sa, the hue angle ⁇ n+1 of the hue layer Sn+1 and the hue surface Sa.
- Sa ij Sn+ 1 ij ⁇ n /( ⁇ n + ⁇ n+1 )+ Sn ij ⁇ n+1 /( ⁇ n + ⁇ n+1 ) (3)
- the component ratio ⁇ p,q ⁇ can be calculated by setting up an equation of the above-mentioned equation (6) for every channel component, and solving it simultaneously.
- the component ratio ⁇ p,q ⁇ is divided by the number of division of one side of the hue layers Sn and Sn+1 to extract an integer part and a decimal part (Step 23 ), and specify a region in which the conversion point A is included by using the integer part and the decimal part (Steps 24 and 25 ).
- FIG. 20 is a view for explaining the method for specifying the region in which the conversion point A is included.
- the integer part indicates in which region counted from Bk the conversion point A is included and the decimal part indicates the division ratio between grid points of the conversion point A in the block of region in which it is included.
- the region in which the conversion point A is included (a region to which it belongs) can be specified.
- the output color value (CMYK value) of the conversion point A is obtained (Step 26 ).
- the output color value of the conversion point A can be calculated by the following formula (7) based on the CMYK value according to the each grid point B, C, D and E.
- A (1 ⁇ Fp ) ⁇ (1 ⁇ Fq ) ⁇ B+Fp ⁇ (1 ⁇ Fq ) ⁇ C+Fp ⁇ Fq ⁇ D +(1 ⁇ Fp ) ⁇ FqE (7)
- the output color value of the conversion point A can be obtained also by other methods.
- a triangle region where the conversion point A exists can be specified by comparing the size of Fp and Fq.
- the conversion point A is included the ⁇ BDC region, and when Fp>Fq, the conversion point A is included in the ⁇ BDE region.
- the triangle region which includes the conversion point A can be specified as ⁇ BDC.
- the CMYK value of the conversion point A can be calculated.
- FIG. 23 is a view for explaining the method for obtaining the conversion point A based on the triangle region including the conversion point A.
- the output color value can be calculated by the following formula (8) based on the CMYK value according to each grid point B, C and D, which is the known coordinate.
- the area of the triangle can also be obtained by a method in which two vectors which has, of the three points, one point as the starting point and the remaining two points as the ending points, and multiply 0.5 times the outer product of these vectors, for example. Further, the area of the triangle can be obtained by obtaining the length of each side, followed by application of the Heron's formula.
- FIG. 24 is a flow chart showing the second interpolation method.
- the conversion point A can be obtained by the cubic interpolation method (a) using 8 points corresponding to the vertexes of a rectangular cube or a cube including the conversion point A, or by the triangular prism interpolation method using 6 points corresponding to the vertexes of a triangular prism including the conversion point A, of the triangular prisms obtained by dividing along the diagonal direction of the rectangular cube or the cube.
- the positional relationship between the square region or the triangle region including mapping points A′n and A′n+1 of the conversion point A in the adjacent hue layers Sn and Sn+1 sandwiching the hue surface Sa (that is, the radial hue surface in the clockwise or counterclockwise vicinity of the conversion point A) and the conversion point A is obtained.
- the conversion point A is obtained based on the internal ratio of Sa in Sn to Sn+1.
- the maximum chroma of the hue of the conversion point A is obtained (Step 31 ).
- the maximum chroma saturation point (chroma saturation point) P of the hue of the conversion point A (that is, the same hue as that of the conversion point A) can be calculated by the following formula (9).
- P ( A ⁇ Min[ A ])/Max[( A ⁇ Min[ A ])] (9) wherein Min [A] is the minimum value of the three components of the conversion point A: ⁇ Ax, Ay, Az ⁇ coordinate.
- a ⁇ Min[A] is one obtained by deducing from each coordinate component the minimum value of the three components of the conversion point A and Max[(A ⁇ Min [A])] is the maximum value of the three components of A ⁇ Min[A].
- Step 32 the complementary color of the maximum chroma obtained in the previous step is obtained.
- the component ratio ⁇ p,q ⁇ is divided by the number of division (M) of one side of the hue layers Sn and Sn+1, whereby the integer part and the decimal part are extracted (Step 34 ).
- Steps 33 to 34 correspond to Steps 22 to 23 in FIG. 18 . Therefore, a detailed explanation of these steps is omitted here.
- Step 35 a region in which the mapping points A′n and A′n+1 of the conversion point A in the two hue layers Sn and Sn+1 sandwiching the conversion point A in respect of hue division is specified.
- the region block B n C n D n E n which includes the mapping point A′n in the hue layer Sn is specified.
- the region block B n+1 C n+1 D n+1 E n+1 which includes the mapping point A′n+1 the hue layer Sn+1 is specified.
- mapping points A′n and A′n+1 are obtained (Step 36 ).
- mapping points A′n and A′n+1 In order to calculate the mapping points A′n and A′n+1, the same method as that used for obtaining the output color value of the conversion point A in the above-mentioned first interpolation method is used (see the formula 7).
- mapping point A′n is present in the region block B n C n D n E n which is at the ⁇ Ip, Iq ⁇ counted from Bk.
- mapping point A′n is arranged at a position at which a space between the grid points is divided at a division ratio of ⁇ Fp,Fq ⁇ .
- the output color value of the mapping point A′n+1 is obtained by the following formula (12).
- A′n+ 1 (1 ⁇ Fp ) ⁇ (1 ⁇ Fq ) ⁇ B n+1 +Fp ⁇ (1 ⁇ Fq ) ⁇ C n+1 +Fp ⁇ Fq ⁇ D n+1 +(1 ⁇ Fp ) ⁇ Fq ⁇ E n+1 (12)
- Step 37 the output color value of the conversion point A is obtained (Step 37 ).
- FIG. 27 is a view for explaining the method for obtaining the conversion point A based on the mapping points A′n and A′n+1.
- the conversion point A when viewed from the direction of the achromatic color axis, the conversion point A can be regarded as an intersection at which a line formed of the mapping point A′n on the hue layer Sn and the mapping point A′n+1 on the hue layer Sn+1 intersects the hue surface Sa.
- the output color value of the conversion point A can be calculated by the following formula (14).
- the conversion point A can be obtained based on 8 grid points in the case of the cubic interpolation method and 6 grid points in the case of the triangular prism interpolation method.
- the color conversion function and output function of a computer (image-forming device) in the above-mentioned embodiment can be realized by the color conversion program which is stored in a non-temporal and substantial computer-readable recording medium or a storing means (a ROM or a hard disk, for example).
- the color conversion function and output function of a computer (image-forming device) in the above-mentioned embodiment can be realized by the image-forming program which is stored in a non-temporal and substantial computer-readable recording medium or a storing means (a ROM or a hard disk, for example).
- a color conversion program when read by the control means (CPU (Central Processing Unit) or the like) of a computer, it sends instructions to each part of a computer, and allows the computer to conduct predetermined processing, for example, input of image data, grid point arrangement, color conversion table restructuring, color conversion, storing or the like.
- the image-forming program performs, in addition to these processing, outputting of image data.
- the color conversion function or the image-forming function can be realized by the cooperation of each constituting means of the color conversion program or the image-forming program as software and a computer as a hardware resource (color conversion device, image-forming device).
- the color conversion program for realizing the color conversion function or the image-forming program for realizing the image-forming function including the color conversion function are stored in a ROM or hard disk of a computer, or in a computer-readable medium such as an external storing device and a portable recording medium.
- the external storing device means a memory adding device which has a built-in storing medium such as a CD-ROM (Compact disc-Read Only Memory) and is externally connected to a color conversion device or an image-forming device. Examples include a flexible disc, a memory card and an optical magnetic disc.
- a memory adding device which has a built-in storing medium such as a CD-ROM (Compact disc-Read Only Memory) and is externally connected to a color conversion device or an image-forming device. Examples include a flexible disc, a memory card and an optical magnetic disc.
- the program stored in a storing medium is loaded on RAM (Random Access Memory) or the like of a computer, and executed by a CPU (control means). Due to this execution, the function of the color conversion device or the image-forming device in the above-mentioned embodiment is realized.
- RAM Random Access Memory
- CPU control means
- these programs owned by other computers can be downloaded to your own RAM or external memory device by utilizing a communication line.
- the thus downloaded program is executed by a CPU, whereby the color conversion function of the color conversion device or the image-forming device in the above-mentioned embodiment is realized.
- the color conversion device the image-forming device, the color-conversion program, the image-forming program and the color conversion table (cubic grid color conversion table) in this embodiment, while maintaining the positional relationship of each grid point in the radial color conversion table, i.e. continuity of the hue, a cubic grid color conversion table conforming to the conventional cubic grid color conversion table is configured, and color conversion is conducted by using this table.
- the color value according to an unknown coordinate which does not coincident with the grid point of the color conversion table, it can be converted to a corresponding adequate color value through various interpolation treatments.
- the color conversion device, the image-forming device, the color-conversion program, the image-forming program and the color conversion table in this embodiment have good compatibility with a device using an orthogonal grid color conversion table, which is proved in a large number of existing systems, and ASIC programs. Moreover, if it can be diverted to the existing system easily, and hence, part of the existing system can be diverted or the existing system can be renewed to a control system having high hue-retaining properties. As a result, advantageous effects that obsolescence of a product at an early stage is prevented, the product life is prolonged and the value thereof is maintained are brought about.
- the color conversion device the image-forming device, the color conversion program, the image-forming program and the color conversion table of the present invention are explained with reference to the preferred embodiment.
- the present invention is, however, not limited to the above mentioned embodiment, and it is needless to say that various modifications are possible within the range of the present invention.
- the interpolation method for obtaining the conversion point A it is possible to use tetrahedron interpolation which is performed based on the triangular pyramid that is obtained by dividing the triangular prism obtained by dividing the rectangular cube or the cube which includes the conversion point A, or extrapolation using adjacent grid points when the interpolation calculation cannot be possible in a space including the conversion point A.
- the present invention can be preferably used in an image-forming device such as a color printer.
Landscapes
- Engineering & Computer Science (AREA)
- Multimedia (AREA)
- Signal Processing (AREA)
- General Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Facsimile Image Signal Circuits (AREA)
- Color Image Communication Systems (AREA)
- Color, Gradation (AREA)
- Image Processing (AREA)
Abstract
Description
Grid(x)=g·E[θ]+h·E[π+θ] (1)
wherein g and h indicate total combinations of the decimal numerical sequence of the pitch (⅓N) from 0 to 1.
Ex group=(1−ρ)·E[i]+ρ·E[I+1] (2)
(wherein ρ is a number sequence given by a
Grid[{1,0,0}]=g·{1,0,0}+h·{0, 1,1}
Sa ij =Sn+1ij·Δφn/(Δφn+Δφn+1)+Sn ij·Δφn+1/(Δφn+Δφn+1) (3)
{Δφn,Δφn+1 }={|θn−θa|,|θa−θn+1|} (4)
Sa ij =Sn+1ij ·HSn ij·sin Δφn/(HSn ij·sin Δφn +HSn+1ij·sin Δφn+1)+Sn ij HSn+1·sin Δφn+1/(HSn·sin Δφn +HSn+1·sin Δφn+1) (5)
wherein H is a point corresponding to the leg of the altitude taken down from the grid point included in the grid point group Snij and Sn+1ij to the achromatic color axis, and HSnij and HSn+1ij each show the distance from the point H on the achromatic color axis to each grid point.
BkA↑=p−BkP↑+q−BkP′↑ (6)
(Step 22) is obtained (wherein ↑ is vector, and the same will be applied hereinbelow).
A=(1−Fp)·(1−Fq)·B+Fp·(1−Fq)·C+Fp·Fq·D+(1−Fp)·FqE (7)
A=α·B+β·C+γ·D (8)
wherein α=area of ΔACD/area of ΔBCD, β=area of ΔABD/area of ΔBCD, γ=area of ΔABC/area of ΔBCD)
P=(A−Min[A])/Max[(A−Min[A])] (9)
wherein Min [A] is the minimum value of the three components of the conversion point A:{Ax, Ay, Az} coordinate. Moreover, A−Min[A] is one obtained by deducing from each coordinate component the minimum value of the three components of the conversion point A and Max[(A−Min [A])] is the maximum value of the three components of A−Min[A].
P′={1,1,1}−P (10)
A′n=(1−Fp)·(1−Fq)·B n +Fp·(1−Fq)·C n +Fp·Fq·D n+(1−Fp)·Fq·E n (11)
A′n+1=(1−Fp)·(1−Fq)·B n+1 +Fp·(1−Fq)·C n+1 +Fp·Fq·D n+1+(1−Fp)·Fq·E n+1 (12)
A=(1−εI)·A′n+εI·A′n+1 (13)
wherein εI=HnA′n·sin Δφn/(HnA′n·sin Δφn+Hn+1A′n+1·sin Δφn+1), Hn is the leg of the altitude taken down from the mapping point A′n to the achromatic color axis, and Hn+1 is the leg of the altitude taken down from the mapping point A′n+1 to the achromatic color axis.
A=(1−εo)·A′n+εo·A′n+1 (14)
wherein εo=Δφn/Δφn+Δφn+1
Claims (7)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP2011-212417 | 2011-09-28 | ||
JP2011212417A JP5577316B2 (en) | 2011-09-28 | 2011-09-28 | Color conversion apparatus, image forming apparatus, color conversion program, image forming program, and color conversion table |
Publications (2)
Publication Number | Publication Date |
---|---|
US20130077107A1 US20130077107A1 (en) | 2013-03-28 |
US8804193B2 true US8804193B2 (en) | 2014-08-12 |
Family
ID=47910982
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
US13/625,437 Active US8804193B2 (en) | 2011-09-28 | 2012-09-24 | Color conversion device, image-forming device, storing medium storing color conversion program and image-forming program and color conversion table |
Country Status (2)
Country | Link |
---|---|
US (1) | US8804193B2 (en) |
JP (1) | JP5577316B2 (en) |
Families Citing this family (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109151431B (en) * | 2017-06-27 | 2020-07-28 | 京东方科技集团股份有限公司 | An image color shift compensation method, device and display device |
Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPH09224158A (en) | 1995-12-11 | 1997-08-26 | Dainippon Screen Mfg Co Ltd | Data conversion table changing method |
US20080285844A1 (en) * | 2007-05-02 | 2008-11-20 | The Regents Of The University Of California | Method and apparatus for use of an universal color index (uci): a color appearance system calibrated to reflectance spectra |
JP2009017097A (en) | 2007-07-03 | 2009-01-22 | Kyocera Mita Corp | Color conversion device, color conversion program, image forming apparatus, and image forming program |
JP2009017098A (en) | 2007-07-03 | 2009-01-22 | Kyocera Mita Corp | Color conversion device, color conversion program, image forming apparatus, and image forming program |
Family Cites Families (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JP2009069451A (en) * | 2007-09-13 | 2009-04-02 | Kyocera Mita Corp | Color chart display device, color chart generation and display method, and color chart generation and display program |
-
2011
- 2011-09-28 JP JP2011212417A patent/JP5577316B2/en active Active
-
2012
- 2012-09-24 US US13/625,437 patent/US8804193B2/en active Active
Patent Citations (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPH09224158A (en) | 1995-12-11 | 1997-08-26 | Dainippon Screen Mfg Co Ltd | Data conversion table changing method |
US5881211A (en) | 1995-12-11 | 1999-03-09 | Dainippon Screen Mfg. Co., Ltd. | Data conversion table changing |
US20080285844A1 (en) * | 2007-05-02 | 2008-11-20 | The Regents Of The University Of California | Method and apparatus for use of an universal color index (uci): a color appearance system calibrated to reflectance spectra |
JP2009017097A (en) | 2007-07-03 | 2009-01-22 | Kyocera Mita Corp | Color conversion device, color conversion program, image forming apparatus, and image forming program |
JP2009017098A (en) | 2007-07-03 | 2009-01-22 | Kyocera Mita Corp | Color conversion device, color conversion program, image forming apparatus, and image forming program |
Also Published As
Publication number | Publication date |
---|---|
JP2013074484A (en) | 2013-04-22 |
US20130077107A1 (en) | 2013-03-28 |
JP5577316B2 (en) | 2014-08-20 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
US7961366B2 (en) | Color gamut modification and color mapping method and apparatus | |
JP6922446B2 (en) | Profile adjustment method | |
EP3282683B1 (en) | Ink amount upper limit setting apparatus, ink amount upper limit setting method, and non-transitory computer readable medium for storing program of ink amount upper limit setting method | |
JP6888507B2 (en) | Profile adjustment method, profile adjustment program, profile adjustment device, and profile adjustment system | |
US10097732B2 (en) | Color conversion method, non-transitory recording medium storing computer readable program, and image processing apparatus | |
JP6950297B2 (en) | Profile adjustment method, profile adjustment program, and profile adjustment system | |
KR102015923B1 (en) | Image processing apparatus, image processing method, and storage medium | |
JP2003324625A (en) | Data processing apparatus and method, and image processing apparatus | |
US7126718B1 (en) | Adjustment of color appearance models | |
JP6950513B2 (en) | Color conversion table adjustment method, color conversion table adjustment program, color conversion table adjustment device, and color conversion table adjustment system | |
EP3474531B1 (en) | Device link profile adjustment method, device link profile adjustment apparatus, and device link profile creation method | |
US9087289B2 (en) | Image processing method and apparatus for printing monochrome or color images on a medium | |
US7656414B2 (en) | System and method for determination of gray for CIE color conversion using chromaticity | |
US8804193B2 (en) | Color conversion device, image-forming device, storing medium storing color conversion program and image-forming program and color conversion table | |
US7679783B2 (en) | System and method for extracting grayscale data within a prescribed tolerance | |
JP5645790B2 (en) | Color conversion apparatus, image forming apparatus, color conversion program, and image forming program | |
US11792349B1 (en) | Information processing apparatus, image forming apparatus, and image forming system | |
JP4387426B2 (en) | Color conversion apparatus, color conversion program, image forming apparatus, and image forming program | |
JP4387427B2 (en) | Color conversion apparatus, color conversion program, image forming apparatus, and image forming program | |
JP3968565B2 (en) | PRINT CONTROL DEVICE, PRINT CONTROL METHOD, PRINT CONTROL PROGRAM, MEDIUM CONTAINING PRINT CONTROL PROGRAM, COLOR CONVERSION DEVICE, COLOR CONVERSION METHOD, COLOR CONVERSION TABLE CREATION METHOD, AND COLOR CONVERSION TABLE | |
JP5645789B2 (en) | Color conversion apparatus, image forming apparatus, color conversion program, and image forming program | |
US8379266B2 (en) | Systems and methods for generating luminance look-up table based on color component values | |
US7518752B2 (en) | System and method for two color document rendering | |
JP4662242B2 (en) | Color conversion method, color conversion apparatus, program, and recording medium | |
US20070279715A1 (en) | Color conversion definition creating apparatus, and color conversion definition creating program storage medium |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
AS | Assignment |
Owner name: KYOCERA DOCUMENT SOLUTIONS INC., JAPAN Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:NISHIZAWA, AKIRA;REEL/FRAME:029217/0771 Effective date: 20120926 |
|
STCF | Information on status: patent grant |
Free format text: PATENTED CASE |
|
FEPP | Fee payment procedure |
Free format text: PAYOR NUMBER ASSIGNED (ORIGINAL EVENT CODE: ASPN); ENTITY STATUS OF PATENT OWNER: LARGE ENTITY |
|
MAFP | Maintenance fee payment |
Free format text: PAYMENT OF MAINTENANCE FEE, 4TH YEAR, LARGE ENTITY (ORIGINAL EVENT CODE: M1551) Year of fee payment: 4 |
|
MAFP | Maintenance fee payment |
Free format text: PAYMENT OF MAINTENANCE FEE, 8TH YEAR, LARGE ENTITY (ORIGINAL EVENT CODE: M1552); ENTITY STATUS OF PATENT OWNER: LARGE ENTITY Year of fee payment: 8 |